ENGINEERING & AI INFRASTRUCTURE

The YPAI Blog

Technical deep dives on data infrastructure, LLM compliance, and agentic systems.

infrastructure December 17, 2025

CTO's Guide to Sovereign AI: Architecture & Costs

A decision framework for sovereign AI infrastructure. Compare architecture patterns, understand true TCO, and get the vendor evaluation questions you need.

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industry solutions

AI in Automotive: ADAS to B2B Data Monetization

How automotive OEMs are transitioning from hardware-focused ADAS to data-as-a-service business models. Real-world case studies and monetization strategies.

10 min read
research

Fine-Tuning Llama 3 for Enterprise

Fine-tuning Llama 3 for enterprise: LoRA adapters vs full fine-tuning. GPU memory requirements and cost optimization strategies for production deployments.

15 min read
infrastructure

Hidden Cost of Inference: Optimizing Latency

Inference optimization for production AI: batching, quantization, and model serving architectures that balance throughput and latency at scale.

12 min read
compliance

CTO Guide to AI Agent Governance

Comprehensive framework for governing AI agents in enterprise environments. Risk management, compliance, and operational best practices.

12 min read

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